- Frequent Itemset Mining Dataset Repository
- Retail Market Basket Data Set (original)
- Retail Market Basket Data Set (csv and other small sample set)
- Description pdf
The following dataset was donated by Tom Brijs and contains the (anonymized) retail market basket data from an anonymous Belgian retail store.
| - | - |
|---|---|
| Data Set Characteristics | Multivariate, Time-Series |
| Attribute Characteristics | Integer |
| Number of Attributes | - (anonymized item numbers) |
| Number of Instances | 88163 |
| Associated Tasks | Interestingness, Association Rules |
The data are provided ’as is’. Basically, any use of the data is allowed as long as the proper acknowledgment is provided and a copy of the work is provided to Tom Brijs.
| Model | Minimum Support | Build Tree Time | Mine Tree Time |
|---|---|---|---|
| FP-Growth From Scratch | 1000 | 06:00.018 | 06:04.676 |
| FP-Growth From Scratch | 5000 | 05:56.779 | 06:06.447 |
Minimum Support = 1000
[['39', '48'], ['39', '38'], ['48', '38'], ['39', '48', '38'], ['39', '32'], ['48', '32'], ['38', '32'], ['39', '48', '32'], ['39', '38', '32'], ['48', '38', '32'], ['39', '48', '38', '32'], ['39', '41'], ['48', '41'], ['38', '41'], ['32', '41'], ['39','48', '41'], ['39', '38', '41'], ['48', '38', '41'], ['39', '48', '38', '41'], ['39', '32', '41'], ['48', '32', '41'], ['39', '48', '32', '41'], ['39', '65'], ['48', '65'], ['39', '48', '65'], ['48', '89'], ['39', '89'], ['48', '39', '89'], ['39', '225'], ['48', '225'], ['39', '48', '225'], ['38', '170'], ['39', '170'], ['48', '170'], ['38', '39', '170'], ['38', '48', '170'], ['39', '48', '170'], ['38', '39', '48', '170'], ['39', '237'], ['48', '237'], ['39', '48', '237'], ['38', '36'], ['39', '36'], ['48', '36'], ['38', '39', '36'], ['38', '48', '36'], ['39', '48', '36'], ['38', '39', '48', '36'], ['38', '110'], ['39', '110'], ['48', '110'], ['38', '39', '110'], ['38', '48', '110'], ['39', '48', '110'], ['38', '39', '48', '110'], ['39', '310'], ['48', '310'], ['39', '48', '310'], ['39', '101'], ['48', '101'], ['39', '475'], ['48', '475'], ['39', '48', '475'], ['39', '271'], ['48', '271'], ['48', '413'], ['39', '413'], ['39', '438'], ['48', '438'], ['39', '1327'], ['39', '147'], ['48', '147'], ['39','270'], ['39', '2238'], ['39', '79'], ['39', '255'], ['48', '255'], ['38', '286'], ['38', '37']]Minimum Support = 5000
[['39', '48'], ['39', '38'], ['48', '38'], ['39', '48', '38'], ['39', '32'], ['48', '32'], ['39', '48', '32'], ['39', '41'], ['48', '41'], ['39', '48', '41']]